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Quantum error correction using deep learning
Blaž Pridgar, Jure Demšar, Mats Granath
Magistrsko delo
Oznake: quantum error correction;neural network decoders;graph neural networks;recurrent neural networks;soft-outputs;computer science;master's thesis;
Quantum computers hold promise for solving problems infeasible for classical machines. However, due to their susceptibility to errors, quantum error correction (QEC) is essential. This thesis investigates surface code decoders based on graph and recurrent neural networks, analyzing their predictions ...
Leto: 2025 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
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